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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Georgia Institute of Technology, USA, offers the Reinforcement Learning online programme by Udacity. This four-month-long course aims to teach you important Reinforcement Learning (RL) concepts. You will study through a blend of recent papers and classic work in the area.
Throughout the Reinforcement Learning online training, you will learn about automated decision-making from the point of view of Computer Science. The course offers in-depth learning content taught by industry professionals. You will learn via interactive quizzes, video lectures and practical exercises.
The Reinforcement Learning syllabus covers a wide range of RL topics comprehensively. These include convergence, generalisation, game theory, Bellman equations, MDP (Markov Decision Process), among others. You will also explore efficient algorithms, multiagent and single-agent planning, and more.
The Reinforcement Learning course by Udacity also describes Temporal Difference (TD) learning and related concepts. You will also reiterate a result from a published paper in RL at the end of this advanced online programme.
Also Read:
Deep Reinforcement Learning Certification Courses
The Highlights
- Free access
- Self-paced learning
- Online course
- 4-months programme
- Offered by Georgia Tech, USA
- Advanced-level course
Program Offerings
- Online Learning Platform
- Practical exercises
- 4-months training
- Free programme access
- Exhaustive curriculum
- video lectures
- Self-paced learning
- An offering of Georgia Tech
- Industry expert instructors
Courses and Certificate fees
| Certificate Availability |
|---|
| no |
Reinforcement Learning fee structure
Course name | Fee |
Reinforcement Learning | Free |
Benefits
Udacity’s Reinforcement Learning online course provides you with the opportunity to learn RL concepts from experts for free. Leading instructors of this field of research, Prof. Michael Littman and Charles Isbell will be teaching you during the programme.
The Reinforcement Learning online training by Udacity follows a self-paced learning technique. All the instructional videos and reading material will be available to you 24/7. So, you can learn according to your schedule.
Eligibility Criteria
There are some prerequisites to join the Reinforcement Learning training. You must be familiar with Java programming. Plus, you must have completed a graduate-level machine learning programme. You also need some prior exposure to RL.
What you will learn
Near the end of the Reinforcement Learning programme, you will have an understanding of:
- Basic RL concepts
- The theoretical perspective of Machine Learning (ML)
- Algorithms and procedures to learn near-optimal decisions from experience
- RL topics like Temporal Difference (TD), generalisation, convergence, Bellman equations, etc.
Who it is for
Admission Details
Step 1 – Reach the Reinforcement Learning course page by clicking here: https://www.udacity.com/course/reinforcement-learning--ud600?autoenroll=true.
Step 2 – Hit the ‘Start Free Course’ button to open a registration page.
Step 3 – Fill in some basic details and click on ‘Sign Up for a new Udacity account. Alternatively, you can sign in by linking an existing Facebook or Google account.
Step 4 – That’s it. You will get enrolment in the Reinforcement Learning programme by Udacity after logging in.
Filling the form
It’s easy to enroll in the Reinforcement Learning course without filling up an application form. Just log on to Udacity’s web portal, go to the course page and create an account for getting admission. You simply need to enter your full name, email address and password while creating a new account.
Step 1 – Reach the Reinforcement Learning course page by clicking here: https://www.udacity.com/course/reinforcement-learning--ud600?autoenroll=true.
Step 2 – Hit the ‘Start Free Course’ button to open a registration page.
Step 3 – Fill in some basic details and click on ‘Sign Up for a new Udacity account. Alternatively, you can sign in by linking an existing Facebook or Google account.
Step 4 – That’s it. You will get enrolment in the Reinforcement Learning programme by Udacity after logging in.
Instructors
Georgia Tech Frequently Asked Questions (FAQ's)
The Georgia Institute of Technology, USA, offers this online course.
Yes, you need to have experience with Java programming for joining the Reinforcement Learning course.
The programme will take about four months to complete.
Joining the course requires no registration or course fee.
Chris Pryby, Michael Littman and Charles Isbell are the expert instructors for this online programme.
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